Deepak Narayanan
Sathyabama Institute of Science and Technology(IN)
Publications by Year
Research Areas
Advanced Neural Network Applications, Parallel Computing and Optimization Techniques, Topic Modeling, Cloud Computing and Resource Management, Machine Learning and Data Classification
Most-Cited Works
- → On the Opportunities and Risks of Foundation Models(2021)2,137 cited
- → PipeDream(2019)730 cited
- → MLPerf Training Benchmark(2019)172 cited
- → Holistic Evaluation of Language Models(2022)115 cited
- → MacroBase(2017)99 cited
- → PipeDream: Fast and Efficient Pipeline Parallel DNN Training(2018)97 cited
- → Evaluating end-to-end optimization for data analytics applications in weld(2018)69 cited
- → Memory-Efficient Pipeline-Parallel DNN Training(2020)62 cited
- → Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP(2021)56 cited
- Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads(2020)